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Swaroop Ramaswamy — most-cited papers & profile · Federated Learning
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Swaroop Ramaswamy
5
papers ·
177
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Differentially Private Learning with Adaptive Clipping
2019 · 89 citations
Generative Models for Effective ML on Private, Decentralized Datasets
2019 · 43 citations
Understanding Unintended Memorization in Federated Learning
2020 · 20 citations
Training Production Language Models without Memorizing User Data
2020 · 16 citations
Revealing and Protecting Labels in Distributed Training
2021 · 9 citations
Top co-authors
Om Thakkar
· 4
Rajiv Mathews
· 4
Fran\c{c}oise Beaufays
· 3
H. Brendan McMahan
· 3
Galen Andrew
· 2
Blaise Agüera y Arcas
· 1
Daniel Ramage
· 1
Mingqing Chen
· 1
Peter Chin
· 1
Peter Kairouz
· 1
Sean Augenstein
· 1
Trung Dang
· 1
Topics
Federated Learning
Privacy
Edge Computing
Data Heterogeneity
Optimization